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Deep neural networks
Deep neural networks (DNNs) are a class of artificial neural networks (ANNs) that are deep in the sense that they have many layers of hidden units between the input and output layers. Deep neural networks are a type of deep learning, which is a type of machine learning. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing.
- GitHub: https://github.com/topics/deep-neural-networks
- Wikipedia: https://en.wikipedia.org/wiki/Deep_neural_networks
- Aliases: deep-neural-network,
- Last updated: 2025-02-15 00:07:32 UTC
- JSON Representation
https://github.com/j3-signalroom/j3-ml_ai-education_experiences
Some of the project notebooks I built during my deepatlas.ai well-rounded education program.
artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning
Last synced: 07 Feb 2025
https://github.com/sathvik902/master-chef
A Deep Learning model which predicts the Indian Recipe from the ingredients we have in our home.
Last synced: 25 Jan 2025
https://github.com/coreyjs/bike-sharing-neural-network
Part of Udacity's deep learning program. This is a simple neural network to predict bike ridership trends.
deep-learning deep-neural-networks machine-learning machinelearning ml neural-network neural-networks python udacity
Last synced: 14 Feb 2025
https://github.com/coreyjs/dog-breed-classifier
A transfer learning neural network to classify dog breeds.
classification deep-learning deep-neural-networks machine-learning ml
Last synced: 14 Feb 2025
https://github.com/heisenberg141/deep-learning-from-scratch
In this repository, I have showcased implementation of deep learning methodologies and architectures using Python and Numpy
algorithms binary-classification computer-vision data-science deep-learning deep-neural-networks implementation machine-learning multi-class-classification neural-network numpy python regression-models
Last synced: 31 Jan 2025
https://github.com/abdullah2020/hamoye_staged
This is my Stage_D Hamoye Internship project. The project focuses strongly in developing CNN Deep Learning algorithm model that would analysis huge image dataset.
cnn-model deep deep-neural-networks image-classification
Last synced: 31 Jan 2025
https://github.com/ddubeyyy/caption_generator
An AI-powered image caption generator using deep learning techniques to automatically generate descriptive captions for images. Utilizes CNNs for feature extraction and RNNs for sequence prediction.
cnn deep-neural-networks keras-tensorflow nlp-machine-learning rnn-tensorflow tensorflow vgg16
Last synced: 01 Feb 2025
https://github.com/volf52/deep-neural-net
A simple deep neural net class written to work with Numpy and Cupy
binarized-neural-networks binary-neural-networks bnn cupy deep-learning deep-neural-networks mnist numpy python python3
Last synced: 01 Feb 2025
https://github.com/ksasi/dog-breed-classifier
Dog Breed Classifier
cnn cnn-classification computer-vision deep-learning deep-neural-networks keras keras-neural-networks machine-learning numpy pandas python scikit-learn
Last synced: 01 Feb 2025
https://github.com/andersonjesusvital/speech-recognition-rnn
Deep learning-based subtitle generation model that processes audio datasets to generate accurate text transcriptions. Includes audio feature extraction, encoder-decoder architecture, training pipelines, and evaluation metrics for subtitle alignment.
deep-neural-networks dnn gated-recurrent-units gru lstm online-speech-recognition recurrent-neural-networks rnn rnn-tensorflow rnnt sequence-to-sequence speech-to-text tensorflow transformer-transducer
Last synced: 01 Feb 2025
https://github.com/cseas/image-classifier
Deep Neural Network Classifier to recognise images based on custom training classes.
classify-images deep-learning deep-neural-networks image-classifier python python3 tensorboard tensorflow
Last synced: 27 Dec 2024
https://github.com/mzguntalan/red
A place for code to relax in happiness without the pressure of maintenance. Mostly related to Machine Learning and Deep Learning
deep-learning deep-neural-networks haiku jax linear-transformer neural-networks optax
Last synced: 01 Feb 2025
https://github.com/harmanveer-2546/music-genre-classification
Classifying the genre of a music using deep neural networks.
cnn deep-neural-networks keras labelencoder librosa matplotlib music numpy pandas pickle python scipy seaborn sequential-models tensorflow
Last synced: 01 Feb 2025
https://github.com/ayushexploring/self-driving-car-udacity
Self Driving Car Project in Udacity's Simulator Environment
convolutional-neural-networks deep-learning deep-neural-networks self-driving-car udacity udacity-self-driving-car
Last synced: 15 Feb 2025
https://github.com/ayushexploring/deep-learning-specialization
Coursework for Andrew Ng's Deep Learning Specialization from deeplearning.ai
andrew-ng backpropagation coursera deep-neural-networks deeplearning deeplearning-ai feedforward-neural-network logistic-regression neural-networks perceptron
Last synced: 15 Feb 2025
https://github.com/george-nyamao/keras-cnn-mnist-tuning
This repository illustrates model tuning using the Keras MNIST dataset with CNN.
convolutional-neural-networks deep-learning deep-neural-networks keras-tensorflow mnist-dataset
Last synced: 01 Feb 2025
https://github.com/aaleksandraristic/intelligent-ecg-diagnostic-system-based-on-cnn-models
Implement an intelligent diagnostic system capable of accurately classifying cardiac activity. By analyzing ECG images or electronic readings, the system aims to detect various abnormalities, including distinguishing normal vs. abnormal heartbeats, identifying myocardial infarction (MI) and its history, and assessing the impact of COVID-19.
classification-algorithm cnn-keras cnn-model convolutional-neural-networks deep-learning deep-neural-networks ecg-classification ecg-signal image-classification image-preprocessing machine-learning resnet resnet-50 vgg16 vgg16-model
Last synced: 16 Jan 2025
https://github.com/shubhamahobia/ann-classification
The project involves developing a machine learning model to predict customer churn using Artificial Neural Networks (ANN). Customer churn refers to the loss of clients or subscribers. Accurately predicting churn helps businesses implement strategies to retain customers, thereby increasing profitability.
aritificial-intelligence artificial-neural-networks churn-prediction churn-rates classification deep-learning deep-neural-networks machine-learning
Last synced: 27 Dec 2024
https://github.com/jkevin2010/deep-learning-and-early-dementia-detection
Development of new interpretable deep learning frameworks for the early detection of Alzheimer's Disease and Related Dementias (ADRD)
alzheimer-disease-prediction chaos-theory deep-neural-networks dementia-detection
Last synced: 08 Feb 2025
https://github.com/chengetanaim/customer-churn-prediction
Customer churn is the loss of customers or subscribers for any reason at all. In this project I was predicting customer churn using artificial neural networks.
artificial-neural-networks deep-learning deep-neural-networks keras machine-learning pandas pandas-dataframe tensorflow2
Last synced: 15 Feb 2025
https://github.com/hansalemaos/tools4yolo
Some image augmentation tools for yolov5 (and probably other models)
augmentation darknet dataset deep-learning deep-learning-algorithms deep-neural-networks deep-reinforcement-learning deeplearning-ai generate image imagerecognition learning locate machine ml pytorch training yolo yolov5
Last synced: 15 Feb 2025
https://github.com/kartikchugh/deepneuralnetworks
A Java library for building, training, and testing deep learning neural networks
deep-learning deep-neural-networks machine-learning neural-network neural-networks
Last synced: 08 Feb 2025
https://github.com/kartikchugh/neural-energy
Deep Neural Networks applied to representations of potential energy surfaces
deep-learning deep-neural-networks materials-science potential-energy-surfaces
Last synced: 08 Feb 2025
https://github.com/blacksujit/deep-learning-specialization-repo
This repo contains the neural networks learning's with tensorflow with all the high level deep learning concepts i am learning with project implementation
deep deep-layers deep-learning deep-neural-networks embeddings-word2vec llvm network-embeddings neural-network transformers-layers transformers-models vision-language-model
Last synced: 08 Feb 2025
https://github.com/edreate/neural_learn
A Deep Learning library based on Pytorch and PyTorch Lightning which makes Deep Learning even simpler.
deep-learning deep-neural-networks python3 pytorch pytorch-lightning
Last synced: 08 Feb 2025
https://github.com/architgargpro/emotiondetector
This Machine Learning project aims to classify the emotion on a person's face into one of four categories, using deep convolutional neural networks.
cnn-keras deep-neural-networks keras-tensorflow machine-learning python
Last synced: 20 Jan 2025
https://github.com/angrybayblade/nnviz
📊 NNViz is interactive visualization tool for Tensorflow made neural networks.
artificial-intelligence artificial-neural-networks deep-neural-networks interpretable-machine-learning tensorflow visualization-tools
Last synced: 08 Feb 2025
https://github.com/ondrejbiza/drl_gym
Deep Reinforcement Learning gym.
deep-neural-networks deep-reinforcement-learning openai-gym reinforcement-agents reinforcement-learning tensorflow tensorflow-experiments
Last synced: 08 Jan 2025
https://github.com/krishna-smapca/neural-network-using-pytorch
This repo contains the implemention of few neural network on Fashion Mnist Dataset, designed for Multi-Class classification
ai ann artificial-intelligence classification deep-neural-networks machine-learning neural-networks python3 pytorch pytorch-implementation
Last synced: 11 Feb 2025